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Glossary · Recommendation Intelligence

Current Supplements Input

Last updatedFeb 22, 2026

Current supplements input is the set of ingredients, timing, goals, sensitivities, and adherence patterns already active in your stack.

Why it matters

These signals shape recommendation ranking because existing context determines what “next best” looks like.

What Unfair reads as current inputs

  • Current stack items with form and dose details.
  • Goals and outcome priorities.
  • Sensitivity flags and contraindication context.
  • Adherence history and recent missed-dose pattern.

Data quality caveat

If these inputs are stale, incomplete, or delayed, ranking confidence drops and overlap checks may miss near-term changes.

A practical rule is to refresh these fields whenever you introduce a new product, stop one, or go through major schedule changes.

Manual override behavior

When you manually adjust an active ingredient list:

  • manual overrides become immediate context for ranking,
  • evidence-weighted logic is rerun using your declared priorities,
  • and output order can shift within one to two cycles instead of waiting for passive accumulation.

This is useful when you need urgency but can also introduce short-term mismatch if adherence and outcomes are still stabilizing.

Cross-site references

Uncertainty

  • Evidence is limited on exact lag windows for ranking updates after major stack edits.
  • Evidence is limited on override behavior for highly complex multi-condition stacks.

How this appears in Unfair

Unfair uses current input context to pre-rank candidates and gate combinations that may conflict with your stated active regimen.

Clinical safety note

If your manual override conflicts with severe symptoms, stop changes and request clinician review before continuing.